风电场基础设施设计的综合方法

S. Afanasyeva, J. Karppanen, Jussi Saari, J. Partanen, O. Pyrhönen
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引用次数: 2

摘要

风电场布局优化的一部分是风电场基础设施的设计,包括道路和集电系统。风电场基础设施的成本只占总成本的一小部分。但其在不同布局下的变异性影响着风电场的最优布局。本文的目的是建立一个现实的风电场基础设施模型,并提出一种快速求解该问题的算法。首先,考虑现有道路,使用Dijkstra最短路径算法找到道路布局。然后,利用元启发式布谷鸟搜索算法对集热器系统进行优化,该算法考虑了先前发现的道路布局信息、电缆的生命周期成本、电力损耗和停电。采用遗传算法作为基准,比较布谷鸟搜索算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated approach to the design of wind farm infrastructure
A part of the wind farm layout optimization is the design of the wind farm infrastructure, that includes roads and the electrical collector system. The cost of the wind farm infrastructure is a minor part of the total cost. However, its variability with different layouts influences the optimal layout of the wind farm. The aim of this paper is to develop a realistic model for the wind farm infrastructure and propose a fast algorithm for solving the problem. First, the road layout is found using the Dijkstra's shortest path algorithm, considering the existing roads. After that, the collector system is optimized using metaheuristic Cuckoo Search algorithm, taking into account information about previously found road layout and the lifetime costs of the cables, power losses and outages. A Genetic algorithm is used as a benchmark for comparing the performance of the Cuckoo Search algorithm.
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